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Research Project Technical Proposal, page 1 of 15
RESEARCH PROJECT CALL
‘TODOS SOMOS RAROS’
TECHNICAL PROPOSAL
File number:__________
TITLE: PIK3CA Overgrowth Syndromes: Diagnosis, Phenotype and Clinical Guidelines
PRINCIPAL INVESTIGATOR: Martinez Gonzalez, Victor Manuel
TYPE OF PROJECT (please underline as appropriate): INDIVIDUAL COOPERATIVE
PROJECT COORDINATOR:
DURATION (please underline as appropriate): 1 Year 2 Years
SUMMARY (Objectives and Methodology) (Maximum of 1 page, Arial 10) RESUMEN EN ESPAÑOL
La presencia de múltiples clones de células con varios genotipos en un mismo individuo se conoce como
“mosaicismo somático”, un mecanismo patogénico en el que las mutaciones no están presentes en la línea
germinal, sino que surgen como un evento post-cigótico, pudiendo dar origen tanto a neoplasias como a
síndromes genéticos del desarrollo muy variados. Recientemente, se ha descrito un grupo de síndromes de
sobrecrecimiento segmentario causado por mutaciones somáticas en el gen PIK3CA. Este grupo incluye
síndromes previamente considerados independientes como la Megalencefalia-Malformación Capilar (MCAP) o
el CLOVES, junto con algunas variantes como la fibrodisplasia adiposa aislada o la hemi-megalencefalia. Sin
embargo, ya que los mosaicismos somáticos producen una expresión clínica variable tanto en severidad como
en localización, el espectro fenotípico de este grupo de sobrecrecimientos segmentarios debe todavía ser bien
definido para evitar que pacientes que presenten manifestaciones fenotípicas no habituales sean excluíos del
diagnóstico. Otra de las complicaciones asociadas con el diagnóstico molecular de mutaciones somáticas es
que éstas se pueden presentar en mosaicos bajos, haciéndolas difícil de detectar con técnicas moleculares
clásicas.
Este proyecto utilizará Secuenciación Masiva [Next Generation Sequencing (NGS)] para desarrollar un
protocolo experimental y bio-informático, robusto y aplicable a la práctica clínica, para el diagnóstico de
pacientes con síndromes de sobrecrecimiento asociado a alteraciones en PIK3CA, lo que además servirá
como modelo para realizar un panel diagnóstico por NGS para la detección de mosaicos bajos en otros
síndromes genéticos del desarrollo. Como parte del proceso, evaluaremos las características clínicas que
podrían sugerir el diagnóstico en un paciente a pesar de no cumplir con los criterios estrictos establecidos para
MCAP y CLOVES. Esto permitirá aumentar el porcentaje de pacientes diagnosticados. También
desarrollaremos guías clínicas tanto para los profesionales de la salud como para afectados y familiares,
dándoles un fácil acceso a esta (muchas veces escasa) información. Así mismo daremos apoyo a la creación
de una asociación de pacientes específica para éstas patologías.
Research Project Technical Proposal, page 2 of 15
RESEARCH PROJECT CALL
‘TODOS SOMOS RAROS’
TECHNICAL PROPOSAL
File number:__________
TITLE: PIK3CA Overgrowth Syndromes: Diagnosis, Phenotype and Clinical Guidelines
PRINCIPAL INVESTIGATOR: Martinez Gonzalez, Victor Manuel
TYPE OF PROJECT (please underline as appropriate): INDIVIDUAL COOPERATIVE
PROJECT COORDINATOR:
DURATION (please underline as appropriate): 1 Year 2 Years
SUMMARY (Objectives and Methodology) (Maximum of 1 page, Arial 10)
The presence of multiple clones of cells with various genotypes in the same individual is known as "somatic
mosaicism", a pathogenic mechanism in which the mutations are not present in the germ-line but arise as a
post-zygotic event, causing both cancer and highly variable developmental genetic syndromes. Recently, a
group of segmental overgrowth syndromes caused by somatic mutations in the PIK3CA gene have been
described. The group includes previously considered separate syndromes as Megalencephaly-Capillary
malformation (MCAP) and CLOVES, along with some other variants as isolated adipose fibrodysplasia or
hemimegalencephaly. However, as somatic mosaicism makes clinical expression variable in severity and
location, the phenotypic spectrum of this group of segmental overgrowth syndromes is still to be elucidated, in
order to prevent patients with unusual phenotypic manifestations to be excluded from the diagnosis. Another
complication associated with the diagnosis of somatic mutations is that they can occur in low mosaics, making
them difficult to detect by standard molecular techniques.
This project will use Next Generation Sequencing (NGS) to perform an experimental and bioinformatic protocol,
reliable and applicable to clinical practice, for the diagnosis of patients with PIK3CA segmental overgrowth
syndromes, as a model for an NGS diagnostic panel to detect low mosaic mutations in developmental
syndromes. As part of the clinical diagnostic process, we will evaluate those key clinical features that could
suggest the diagnosis of a patient despite not meeting the strict diagnostic criteria established for MCAP and
CLOVES. This will allow increasing the percentage of diagnosed patients. We will also develop clinical
guidelines for both health professionals and patients and their families to give them access to this generally
limited information, and we will promote the creation of a specific association of patients for these diseases.
Research Project Technical Proposal, page 3 of 15
PRINCIPAL INVESTIGATOR: Martinez Gonzalez, Victor Manuel
RESEARCH PROJECT TECHNICAL PROPOSAL
BACKGROUND AND CURRENT STATUS
Aim of the project, background and current status of scientific-technological knowledge, national and international
research groups working in this specific line or related
Cite references in the section: Relevant Bibliography (Maximum of 3 pages, Arial 10)
Somatic cells, from its first post-zygotic division, may accumulate genetic changes, so that cells from different
tissues or even within the same tissue differ genetically. The presence of multiple clones of cells with various
genotypes in the same individual is known as "somatic mosaicism". In recent years, the search for the genetic
causes of many developmental disorders has enabled define somatic mosaicism as a pathogenic mechanism in
which the mutations are not present in the germ-line but arise as a post-zygotic event, causing highly variable
phenotypes sometimes difficult to correlate clinically 1-8
.
The first description of a genetic disorder caused by this type of mechanism was achieved in Proteus
syndrome, caused by the activation of somatic mutations in the AKT1 gene, a kinase acting downstream PI3K
and therefore involved in proliferation and survival 7. Mutations in this gene are likely to be only tolerated in
mosaic state. Since this first finding, the list of syndromes associated to somatic mutations present in mosaic
have increased and include multiple genes in different molecular pathways. Among them we can find the
PI3K/PTEN/AKT/mTOR 2; 7; 8
and the RAS/MAPK 1; 9
pathways, mainly associated with overgrowth syndromes,
but also well known for their involvement in a variety of oncogenic processes.
Mutations in some of these genes cause well-defined genetic syndromes when present in the germ-line, but
also can be found as somatic mosaicism in more than one phenotypically distinct segmental disorder. As an
example we have mutations in the HRAS gene. When they are present in germinal state cause Costello
syndrome, but in somatic mosaicism can cause different entities as the keratinocytic epidermal nevus syndrome
or the Schimmelpenning syndrome 1. Thus, the clinical features of the disorder are determined by the time at
which the mutation arises during the embryonic development, the level of activation of the possible molecular
pathways affected, the cell type involved, and the genetic background of each individual 10
.
Recently, a group of segmental overgrowth syndromes caused by mutations in the PIK3CA gene have been
described 2-5
. PIK3CA is an oncogene already known because it is frequently implicated in various types of
neoplasms due to somatic mutations associated to gain of function. The group of PIK3CA segmental
overgrowths includes previously considered separate syndromes as Megalencephaly-Capillary malformation
(MCAP) and CLOVES.
Common clinical features comprise overgrowth and vascular malformations. However, the differential features
between them seem to depend on the affected tissues. The overgrowth in MCAP is associated to progressive
hemimegalencephaly or megalencephaly, while in CLOVES is more frequent the lipomatous and bone
overgrowth. The main vascular anomaly in MCAP is the cutaneous capillary malformation, particularly striking
on facial mid-line, while in CLOVES are frequent the low-flow capillary, venous and lymphatic malformations, or
even the high-flow arterio-venous malformations. Connective tissue dysplasia is more common in MCAP and
Research Project Technical Proposal, page 4 of 15
macrodactyly in CLOVES. Some variants of these two syndromes such as the isolated adipose fibrodysplasia
or the hemimegalencephaly are also associated with segmental overgrowth caused by somatic mutations in
PIK3CA 11
.
With the publication in recent years of a large number of cases in the literature, it has been possible to outline
the clinical characteristics that define MCAP and CLOVES 11; 12
. However, these clinical criteria could be leaving
out a large group of patients with low levels of somatic mosaicism for mutations in the PIK3CA gene. As
somatic mosaicism makes clinical expression variable in severity and location, the phenotypic spectrum of this
group of segmental overgrowth syndromes is still to be elucidated.
In 2008, two of the researchers of this project described the CLAPO syndrome 13
, characterized by Capillary
malformation (CM) of the lower lip; Lymphatic malformation (LM) of the face/neck; Asymmetry of face and
limbs, and Partial/generalized Overgrowth. This syndrome, whose cause is unknown to date, shares many of
the features present in overgrowth syndromes associated PIK3CA, and therefore could be caused by mutations
in this gene, or genes within the same pathway. Because of its clinical features is also possible that the
alteration could be present as somatic mosaic. This shows that the phenotypic spectrum of the segmental
overgrowth remains to be defined.
Both MCAP and CLOVES are diagnosed in less than 5 cases per 10,000 inhabitants, so they are considered
rare diseases. This low prevalence together with its recent description, the limited current knowledge about their
pathogenic mechanisms, and the generalized low institutional visibility of the rare diseases, leads to low
diagnosis of patients. Affected individuals often need several years to find physicians able to recognize and
diagnose these syndromes, so they cannot provide them adequate follow-up or give the necessary genetic
counseling required by both patients and relatives.
Although the genetic cause of the PIK3CA associated overgrowths has been described, the molecular
diagnostic in clinical practice remains elusive. Unlike other genetic syndromes in which the detection of
mutations may be performed by conventional methods by using DNA obtained from any source, as saliva or
peripheral blood, in the case of PIK3CA associated overgrowths there are two obstacles to overcome: 1) the
mutation is usually present only in the affected tissue, so a biopsy is required, and 2) mutations within the same
tissue can be found in varying percentages of cells, so that conventional methods may not detect low
mosaicism.
Next generation sequencing (NGS) or massive parallel sequencing, defines a series of new technologies that
have revolutionized the fields of basic and clinical research. NGS is a powerful tool for the discovery of genetic
variation by providing rapid and complete sequencing of a set of candidate genes, the entire exome or even the
whole genome 14; 15
. During the next few years we are likely to see public databases filled with hundreds of
thousands of terabases of human sequence data. Anticipating that most resequencing studies will produce data
for multiple individuals, we realize that there is available information about sample allele frequency and
nucleotide-read error in these data. Consequently, genotype-calling algorithms could be improved by
incorporating this information into the algorithm. In this project, the expertise in this specific technique and
technology will be offered by INGEMM, where the group already has experience in using 3 different
technologies (Roche, MySeq and IonTorrent). In addition, INGEMM has a Section of Bioinformatics since
recent technological advances in NGS are producing an unprecedented volume of sequencing data that need
mathematical and biocomputation analysis.
Research Project Technical Proposal, page 5 of 15
Next Generation Sequencing technique has already been used to solve the detection of low mosaics in some
developmental syndromes. Specifically in PIK3CA, in a work studying 6 individuals clinically diagnosed with
CLOVES, mutant alleles were detected at frequencies ranging from 3 to 30%. To detect and classify low
frequency variants, first eliminating false positive sequencing errors, authors ranked the variants according to
the number of reads of the mutant allele, without a minimum threshold of read depth 4. In a later work, using
similar criteria, the authors used as threshold of at least 4 mutated reads, which allowed detecting low mosaics
in 5 out of 6 patients with MCAP 2. However, in these two studies the overall read depth used —the number of
times each nucleotide is read— was relatively low. This is an effective strategy to find heterozygous mutations
(50%) but not as good to detect low mosaics. Using another approach, a more recent study used bioinformatics
specific criteria (allele frequency spectrum and variant calling) to detect low mosaics in 3 patients with
megalencephaly syndromes 16
.
Despite these efforts, there is still no standardized method for the detection of such low mosaic mutations, and
the published parameters for detection of low mosaics so far, are more a description made after the study, than
a real study designed to establish a real detection protocol. It is needed to design studies to establish protocols
that take into account the read depth, the type of tissue studied, and the bioinformatic parameters needed to
detect low mosaics, avoiding the occurrence of false positives.
Therefore, this project will take a dual approach to the study of patients with overgrowth associated to PIK3CA.
On the one hand, the development of a protocol for experimental and bioinformatic detection of low mosaics in
patients with clear clinical diagnosis, which may also be used in other syndromes associated to somatic
mosaicism; and secondly, a review of clinical criteria on the phenotypic spectrum of these diseases, thus
reducing the proportion of clinically undiagnosed individuals, who naturally do not undergo molecular diagnosis.
We will also elaborate clinical and diagnostic guidelines to allow patients, relatives and healthcare professionals
to obtain complete information about these diseases, and will support the creation of a Spanish association of
patients with segmental overgrowth caused by mutations in PIK3CA.
Research Project Technical Proposal, page 6 of 15
PRINCIPAL INVESTIGATOR: Martinez Gonzalez, Victor Manuel
RESEARCH PROJECT TECHNICAL PROPOSAL
BACKGROUND AND CURRENT STATUS
Cite references included in the previous section: Background and Current Status (Maximum of 1 page, Arial 10)
1. Hafner, C., and Groesser, L. (2013). Mosaic RASopathies. Cell Cycle 12, 43-50. 2. Riviere, J.B., Mirzaa, G.M., O'Roak, B.J., Beddaoui, M., Alcantara, D., Conway, R.L., St-Onge, J.,
Schwartzentruber, J.A., Gripp, K.W., Nikkel, S.M., et al. (2012). De novo germline and postzygotic mutations in AKT3, PIK3R2 and PIK3CA cause a spectrum of related megalencephaly syndromes. Nat Genet 44, 934-940.
3. Lindhurst, M.J., Parker, V.E., Payne, F., Sapp, J.C., Rudge, S., Harris, J., Witkowski, A.M., Zhang, Q., Groeneveld, M.P., Scott, C.E., et al. (2012). Mosaic overgrowth with fibroadipose hyperplasia is caused by somatic activating mutations in PIK3CA. Nat Genet 44, 928-933.
4. Kurek, K.C., Luks, V.L., Ayturk, U.M., Alomari, A.I., Fishman, S.J., Spencer, S.A., Mulliken, J.B., Bowen, M.E., Yamamoto, G.L., Kozakewich, H.P., et al. (2012). Somatic mosaic activating mutations in PIK3CA cause CLOVES syndrome. Am J Hum Genet 90, 1108-1115.
5. Baradaran-Heravi, A. (2012). PIK3CA, a hotspot for postzygotic mutations in nonhereditary overgrowth syndromes. Clinical genetics 82, 523-525.
6. Pansuriya, T.C., van Eijk, R., d'Adamo, P., van Ruler, M.A., Kuijjer, M.L., Oosting, J., Cleton-Jansen, A.M., van Oosterwijk, J.G., Verbeke, S.L., Meijer, D., et al. (2011). Somatic mosaic IDH1 and IDH2 mutations are associated with enchondroma and spindle cell hemangioma in Ollier disease and Maffucci syndrome. Nat Genet 43, 1256-1261.
7. Lindhurst, M.J., Sapp, J.C., Teer, J.K., Johnston, J.J., Finn, E.M., Peters, K., Turner, J., Cannons, J.L., Bick, D., Blakemore, L., et al. (2011). A mosaic activating mutation in AKT1 associated with the Proteus syndrome. The New England journal of medicine 365, 611-619.
8. Zhou, X.P., Marsh, D.J., Hampel, H., Mulliken, J.B., Gimm, O., and Eng, C. (2000). Germline and germline mosaic PTEN mutations associated with a Proteus-like syndrome of hemihypertrophy, lower limb asymmetry, arteriovenous malformations and lipomatosis. Human molecular genetics 9, 765-768.
9. Sun, B.K., Saggini, A., Sarin, K.Y., Kim, J., Benjamin, L., LeBoit, P.E., and Khavari, P.A. (2013). Mosaic activating RAS mutations in nevus sebaceus and nevus sebaceus syndrome. The Journal of investigative dermatology 133, 824-827.
10. De, S. (2011). Somatic mosaicism in healthy human tissues. Trends in genetics : TIG 27, 217-223. 11. Keppler-Noreuil, K.M., Sapp, J.C., Lindhurst, M.J., Parker, V.E., Blumhorst, C., Darling, T., Tosi, L.L., Huson,
S.M., Whitehouse, R.W., Jakkula, E., et al. (2014). Clinical delineation and natural history of the PIK3CA-related overgrowth spectrum. Am J Med Genet A.
12. Mirzaa, G.M., Riviere, J.B., and Dobyns, W.B. (2013). Megalencephaly syndromes and activating mutations in the PI3K-AKT pathway: MPPH and MCAP. Am J Med Genet C Semin Med Genet 163C, 122-130.
13. Lopez-Gutierrez, J.C., and Lapunzina, P. (2008). Capillary malformation of the lower lip, lymphatic malformation of the face and neck, asymmetry and partial/generalized overgrowth (CLAPO): report of six cases of a new syndrome/association. Am J Med Genet A 146A, 2583-2588.
14. Ng, S.B., Buckingham, K.J., Lee, C., Bigham, A.W., Tabor, H.K., Dent, K.M., Huff, C.D., Shannon, P.T., Jabs, E.W., Nickerson, D.A., et al. (2010). Exome sequencing identifies the cause of a mendelian disorder. Nat Genet 42, 30-35.
15. Tucker, T., Marra, M., and Friedman, J.M. (2009). Massively parallel sequencing: the next big thing in genetic medicine. Am J Hum Genet 85, 142-154.
16. Tapper, W.J., Foulds, N., Cross, N.C., Aranaz, P., Score, J., Hidalgo-Curtis, C., Robinson, D.O., Gibson, J., Ennis, S., Temple, I.K., et al. (2014). Megalencephaly syndromes: exome pipeline strategies for detecting low-level mosaic mutations. PloS one 9, e86940.
Research Project Technical Proposal, page 7 of 15
PRINCIPAL INVESTIGATOR: Martinez Gonzalez, Victor Manuel
RESEARCH PROJECT TECHNICAL PROPOSAL
HYPOTHESIS AND OBJECTIVES
(Maximum of 1 page, Arial 10)
HYPOTHESIS
1. The evaluation of NGS experimental conditions (differential detection in tissues, NGS coverage and read
depth, etc.) and bioinformatic algorithms (pipeline strategies, allele frequency spectrum, variant calling
tools, etc.) needed to detect low somatic mutations, will allow us to develop a molecular diagnostic
protocol in patients with segmental overgrowth syndromes associated to mosaic PIK3CA mutations,
which will serve as a model to be applied in clinical practice to other mosaic developmental syndromes.
2. The magnitude of the phenotypic spectrum of mutations in PIK3CA is not yet well defined. Mutational
analysis of this gene in patients with clinical manifestations similar to those of MCAP and CLOVES, but
who do not strictly meet the diagnostic criteria (including CLAPO syndrome), will allow us to open the
range of clinical manifestations associated with this type of segmental overgrowth.
3. Besides the development of a diagnostic test for low mosaic mutations, the elaboration of clinical
guidelines and protocols for diagnosis and monitoring will allow different health professionals to have the
appropriate tools to provide better care for patients and families.
4. The elaboration of comprehensive and informative guidelines aimed at patients will improve their
knowledge of the disease, allowing them to make better decisions and help them to rationalize the
emotional facets of the disease.
5. The creation of patient organizations that provide guidance and support to those affected and their
families, will allow them to occupy the center of the healthcare process and research efforts, which they
seldom conquer when talking about rare diseases.
OBJECTIVES
1. Technological development: To develop an experimental and bioinformatic NGS protocol, reliable and
applicable to clinical practice, for the diagnosis of patients with PIK3CA segmental overgrowth
syndromes, as a model for an NGS diagnostic panel to detect low mosaic mutations in developmental
syndromes.
2. Expansion of the phenotype: To expand the phenotypic spectrum of the overgrowth syndromes
associated with PIK3CA by including patients who do not completely meet the actual clinical criteria
associated with MCAP or CLOVES, thus reducing the number of clinically and molecularly undiagnosed
patients.
3. Clinical care: To develop clinical guidelines and protocols for diagnosis and monitoring of patients with
segmental overgrowth syndromes associated to PIK3CA, intended for physicians and health care
professionals.
4. Information for patients: To develop publicly accessible guidelines/fact sheets for patients with
segmental overgrowth syndromes associated to PIK3CA.
5. Association of patients: To provide scientific and institutional support needed to create a spanish
association of patients with segmental overgrowth syndromes associated to PIK3CA.
Research Project Technical Proposal, page 8 of 15
PRINCIPAL INVESTIGATOR: Martinez Gonzalez, Victor Manuel
RESEARCH PROJECT TECHNICAL PROPOSAL
METHODOLOGY
Design, study subjects, variables, data collection and analysis and limitations of the study. (Maximum of 3 pages, Arial 10)
The project has been divided in 4 working packages (WP) detailed below.
WP
Methodology
WP1
Patients, samples, experiments and data analysis
Patients and databases
The INGEMM at La Paz Hospital in Madrid is a referral service nationwide for patients with overgrowth syndromes and vascular malformations. Until today we have seen and follow up in the clinics 17 patients with clinical diagnosis of MCAP, 13 patients with CLOVES and a significant number of patients with clinical features included in the PIK3CA spectrum, but that do not meet the clinical criteria. The clinical team at the INGEMM will select at least 50 patients (belonging to the entire national territory) with segmental overgrowth syndromes associated PIK3CA, and interested in participating in the study (informed consent will be requested). Clinical team will collect all clinical data necessary to carry out the project. We will also create a specific database for the project, and patients and families will be offered the opportunity to enter in the Spanish Overgrowth Syndromes Registry, located in the INGEMM.
Sample Collection
We will collect samples of peripheral blood (2x3ml EDTA) and saliva (oragene) from patients and their parents, and biopsy of the affected tissue from the patients. Affected tissue biopsies may be performed at the Department of Dermatology, Hospital Infantil La Paz, or when it is not possible for the patient to move to Madrid, we will provide the means to collect samples in their reference hospital.
Sample processing and DNA extraction
Extracting DNA from peripheral blood and saliva will be performed by conventional methods already standardized in our Institute. Biopsies will be immediately collected for primary culture and subsequent DNA extraction by conventional methods in the INGEMM.
NGS
The experiment is designed to obtain an initial read depth of 500x, which further allows to define the minimum read depth threshold necessary to detect low mosaic mutations. The preparation of the libraries will be performed by using Roche Nimblegen NimbleDesign program (https://design.nimblegen.com/) to select genes of interest. Capture will be performed with the SeqCap EZ Developer Library. SeqCap EZ Oligo pool is made against target regions in the genome. Standard shot-gun sequencing library is made from genomic DNA. The sequencing library is hybridized to the SeqCap EZ Oligo pool. Capture beads are used to pull down the complex of capture oligos and genomic DNA fragments. Unbound fragments are removed by washing. Enriched fragment pool is amplified by PCR. The success of enrichment is measured by qPCR at control loci. The end product is a sequencing library enriched for target regions, ready for high throughput sequencing. Run will be performed with the MiSeq platform which allow parallel sequencing of DNA molecules, reaching 15Gb of output with 25 M sequencing reads and 2x300 bp read lengths, by performing automated clonal amplification and sequencing followed by a primary data analysis (quality, basecalling). Raw data goes then to the Bioinformatic analysis.
Bioinformatics
Bioinformatic analysis will be developed in the INGEMM with the direct support of the Bioinformatics Section. The sequenced samples will be separated into 2 groups. The first to develop the tool, and a second for subsequent validation. The analysis involves the most popular open-source bioinformatic tools in the NGS field and custom methods. First, the data is aligned using the Bowtie2 software [SourceForge.net, Johns Hopkins University, USA] and the alignments are revised for candidate indels (re-alignment) and the quality of the nucleotides is recalibrated. In a second step, the variant calling is performed using GATK suite of tools [Broad Institute] for detecting SNVs and Indels. The changes detected are filtered and recalibrated to remove false positives. The analysis process included tests and controls for checking the integrity of the process. A quality control is performed to be sure the nucleotides are reliable sequenced. Only nucleotides with a phred quality score above 28 are selected. In addition, the alignments are checked and
Research Project Technical Proposal, page 9 of 15
only those reads that are paired are included for the variant calling. The histograms of coverage are also calculated. The variants are evaluated as well. The number of novel/known variants has to be concordant to the expected and the ratio tiTv obtained shows the validity of the analysis. Detection, quality, depth and validation parameters are evaluated according to the different percentages of mosaics in order to obtain the best pipeline for detection and subsequent application in the control group.
Validation and analysis
To validate mosaic levels found by NGS, pyrosequencing for NGS-detected mutations of selected samples in different tissues will be designed. Pyrosequencing will be performed in the Pyromark Q96 MD – QIAGEN, available in the INGEMM.
WP2
Expansion of the phenotype
Defining the phenotypic spectrum
Since the discovery of the involvement of PIK3CA in MCAP and CLOVES, other patients not classified in these two diseases but sharing common manifestations have been reported. The different clinical variables will be analyzed together with molecular results (presence or absence of mutation in PIK3CA) to establish recognizable patterns associated with this group of diseases, to allow us to establish criteria for inclusion of patients who do not meet the classic diagnostic criteria for CLOVES and MCAP.
Genotype-phenotype correlations
Statistical correlations will be performed between clinical phenotype and the specific mutations detected.
WP3
Guidelines and patients association
Clinical guidelines and protocols
The guide will contain a complete description of the clinical features and molecular alterations, as well as protocols for diagnosis and monitoring of patients with these syndromes. It will also include a sheet with the minimum information necessary to refer patients between different specialists. INGEMM geneticists are authors of the only clinical guide in spanish about MCAP, published in 2012 before the discovery of the causative gene for this syndrome.
Guidelines/fact sheets for patients
The Guidelines/fact sheets will be directed to provide a complete and understandable information to patients and families.
Association of patients
We will contact parents of children affected to offer our support for the creation of a specific patient association of these pathologies. The research group will provide scientific support and the institutional support will be provided from the CIBERER through direct collaboration by one of its scientific managers.
WP4
Training and dissemination
Publication and dissemination of guidelines
The guideline will be published in the Orphanet portal, and on the CIBERER, GT-CSGP and AEGH webpages, and will be available to different patient groups or organizations interested in promoting it.
Communication of results
The results will be presented at conferences, and will be published in scientific journals, preferably in open acces format.
Training
The student we propose (see attached CV), will perform the activities in the INGEMM where she will develop and refine the molecular techniques and bioinformatics required for the project. She will attend meetings, training seminars and conferences, and will be stress upon the acquisition of critical thinking skills necessary for the development of a research career.
Research Project Technical Proposal, page 10 of 15
PRINCIPAL INVESTIGATOR: Martinez Gonzalez, Victor Manuel
RESEARCH PROJECT TECHNICAL PROPOSAL
WORK PLAN
Stages of development and task distribution of the research team, allocations provided for the technical staff
requested. Indicate the place of realization of the project. (Maximum of 1 page, Arial 10)
WP Objectives Participants Working Plan Deliverables
WP1
Patients, samples, experiments and data analysis
Patients and databases
Martínez-Glez V; López-Gutierrez JC; Lapunzina P; Guillén E; Rosell J; Gordo G
Clinical team will evaluate the clinical history of the patients to decide who will be included. Patients will be cited and included until obtaining the expected number for the project.
Patient database. NGS and data analysis protocol for detection of low mosaic mutations in clinical practice.
Sample Collection
Gordo G; Martínez-Glez V
Patients and parents will be cited to the clinics (INGEMM) to collect samples. For patients outside Madrid, when necessary, we will provide the means to collect samples in their reference hospital.
Sample processing and DNA extraction
Gordo G The samples will be processed by the student in the INGEMM using established protocols.
NGS Gordo G; Martínez-Glez V
All NGS experiments will be performed at the INGEMM using the equipment and infrastructure already available.
Bioinformatics
Gordo G; Martínez-Glez V; Section of Bioinformatics INGEMM
In close collaboration with the Section of Bioinformatics, the proposed analysis will be developed to obtain the protocol for detection of low mosaics.
Validation and analysis
Gordo G; Martínez-Glez V
After obtaining the NGS data and bioinformatic analysis, data on detected mosaic levels will be validated by Pyrosequencing. Draw of conclusions.
WP2
Expansion of the phenotype
Phenotypic spectrum
Martínez-Glez V; López-Gutierrez JC; Lapunzina P; Guillén E; Rosell J; Gordo G
All studies involving correlations between clinical and molecular variables will be performed at the INGEMM. Analysis will be assisted by the Biostatistics Service at Hospital La Paz.
Diagnostic Criteria Genotype-phenotype correlations
WP3
Guidelines and patients association
Clinical guidelines and protocols
Martínez-Glez V; López-Gutierrez JC; Lapunzina P; Guillén E; Rosell J; Gordo G
The guide will be elaborated by the clinical team. The group will review the current scientific evidence and will contribute their professional expertise to develop a clinical guide intended for health professionals.
Clinical guidelines, protocols and fact
sheets.
Guidelines/fact sheets for patients
From the clinical guide, team members will draft a reduced but complete version in plain language for the general public.
Association of patients
Martínez-Glez V; Guillén-Navarro E; Gómez B
The experience of the research group and its relationship with other associations or federations of patients, will be used to help the creation of a specific association of this disease. This will be proposed to families of children affected in the clinic when explainig the project and collecting the samples.
WP4
Training and dissemination
Publication and dissemination of guidelines
Martínez-Glez V; Gómez B In the last months of the project the guidelines and fact
sheets will be graphically edited for subsequent publication on internet: Orphanet, CIBERER, AEGH, GT-CSGP. All scientific results will be published on indexed journals.
Publication of clinical guidelines
Communication of results
Martínez-Glez V; López-Gutierrez JC; Lapunzina P; Guillén E; Rosell J; Gordo G
Results publication in scientific journals and conferences
Training Gordo G
Learning activities of the pre-doctoral student will be strengthened. The student will be physically located at the INGEMM at La Paz Hospital. Two years of the project may not be sufficient to achieve the experiemntal and training milestones necessary for a PhD. However, we will seek, and is expected, the continuation of this research line to ensure that the student obtains the PhD degree.
PhD degree
Research Project Technical Proposal, page 11 of 15
PRINCIPAL INVESTIGATOR: Martinez Gonzalez, Victor Manuel
RESEARCH PROJECT TECHNICAL PROPOSAL
WORK PLAN
(Maximum of 1 page. Maximum of 8 Activities / Tasks)*
TIMELINE
*Indicate the activities / tasks and assign staff from the research team indicating the time necessary to accomplish
them.
WP Tasks Participants Timeline
(1-24 months)
WP1
Patients, samples, experiments and data analysis
Patients and databases
Select a representative group of patients with MCAP, CLOVES, and other patients with clinical features included in the PIK3CA spectrum. Create a specific clinical/molecular database.
Martínez-Glez V; López-Gutierrez JC; Lapunzina P; Guillén E; Rosell J; Gordo G
Months 1 to 6
Sample Collection Collect samples of peripheral blood, saliva, and a biopsy of the affected tissue, from each patient.
Gordo G; Martínez-Glez V
Months 3 to 9
Sample processing and DNA extraction
Obtain DNA from different tissues for each patient Gordo G Months 3 to 9
NGS Establish an experimental protocol to obtain the data necessary to allow subsequent computer processing in order to perform diagnosis in tissue specific low mosaic mutations.
Gordo G; Martínez-Glez V
Months 7 to 11
Bioinformatics and validation
Establish bioinformatic algorithms (pipeline strategies, allele frequency spectrum, variant calling tools, etc.) needed to detect low somatic mutations. Perform pyrosequencing experiments to validate NGS results.
Gordo G; Martínez-Glez V; Section of Bioinformatics INGEMM
Months 10 to 20
WP2
Expansion of the phenotype
Defining the phenotypic spectrum
Expand the phenotypic spectrum of these pathologies by detecting PIK3CA mutations in patients who do not meet all the criteria for CLOVES and MCAP.
Martínez-Glez V; López-Gutierrez JC; Lapunzina P; Guillén E; Rosell J
Months 10 to 16
Genotype-phenotype correlations
Obtain correlations between the type of mutation, the affected tissue and the clinical manifestations.
Martínez-Glez V; López-Gutierrez JC; Lapunzina P; Guillén E; Rosell J; Gordo G
Months 16 to 18
WP3
Guidelines and patients association
Clinical guidelines and protocols
Develop an objective and updated clinical guideline aimed at healthcare professionals, including protocols for clinical diagnosis and monitoring of patients with segmental overgrowth associated with PIK3CA.
Martínez-Glez V; López-Gutierrez JC; Lapunzina P; Guillén E; Rosell J; Gordo G
Months 8 to 20
Guidelines/fact sheets for patients
Develop publicly accessible guidelines/fact sheets for patients with segmental overgrowth syndromes associated PIK3CA.
Martínez-Glez V; López-Gutierrez JC; Lapunzina P; Guillén E; Rosell J; Gordo G
Months 8 to 20
Association of patients
Provide scientific and institutional support needed to create a Spanish association of patients with segmental overgrowth syndromes associated PIK3CA.
Martínez-Glez V; Guillén-Navarro E; Gómez B
Months 1 to 24
WP4
Training and dissemination
Publication and dissemination of guidelines
Edit and publish the clinical guideline, making it free and accessible online Martínez-Glez V; Gómez B
Months 20 to 24
Communication of results
Publication of results in scientific journals and conferences
Martínez-Glez V; López-Gutierrez JC; Lapunzina P; Guillén E; Rosell J; Gordo G
Months 18 to 24
Educational and training
The pre-doctoral student will conduct its activities in the INGEMM, where she will learn the molecular and bioinformatic techniques required for the Project, and will attend meetings, training seminars and conferences.
Gordo G Months 1 to 24
Research Project Technical Proposal, page 12 of 15
PRINCIPAL INVESTIGATOR: Martinez Gonzalez, Victor Manuel
RESEARCH PROJECT TECHNICAL PROPOSAL
WORK PLAN
A timeline image may be attached.
Timeline (months) 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24
WP1
Patients, samples, experiments and data analysis
Patients and databases X X X X X X
Sample Collection X X X X X X X
Sample processing and DNA extraction
X X X X X X X
NGS X X X X X
Bioinformatics X X X X X X X
Validation X X X X X
WP2
Expansion of the phenotype
Defining the phenotypic spectrum X X X X X X X X X X X X
Genotype-phenotype correlations X X X X X X
WP3
Guidelines and patients association
Clinical guidelines and protocols X X X X X X X X X X X X X X X
Guidelines/fact sheets for patients
X X X X X X X X X X X X X X X
Association of patients X X X X X X X X X X X X X X X X X X X X X X X X
WP4
Training and dissemination
Publication and dissemination of guidelines
X X X X
Communication of results X X X X
Educational and training X X X X X X X X X X X X X X X X X X X X X X X X
Research Project Technical Proposal, page 13 of 15
PRINCIPAL INVESTIGATOR: Martinez Gonzalez, Victor Manuel
RESEARCH PROJECT TECHNICAL PROPOSAL EXPERIENCE OF THE TEAM IN THIS SPECIFIC RESEARCH LINE
(Maximum of 1 page, Arial 10)
The team involved in this project consists of professionals nationally and internationally recognized in the study
and in the clinical and translational approach to rare diseases and especially in overgrowth syndromes. The PI
of this project (Dr. Martínez-Glez) is the author of numerous scientific papers in indexed journals related to
overgrowth syndromes, including pathologies studied in this project. One publication is specifically about
MCAP, in which the PI, along with the associated researcher Dr. Lapunzina, performed a review of the
syndrome and proposed diagnostic criteria. Similarly, Dr. Martinez- Glez and Dr. Lapunzina are authors of the
only clinical guide written in Spanish on MCAP, published in 2011. Dr. Martinez- Glez is also the Coordinator of
the Working Group on Cancer within Genetic Polimalformative Syndromes, in whose area of study are included
the diseases addressed in this project, and on this matter he is the PI of a national project dedicated to the
study of the relationship between tumors and developmental syndromes. The latest article published by Dr.
Martínez-Glez concerns the use of NGS in the study of diseases such as those associated with mutations in
PIK3CA.
Dr. Lapunzina is also the author of numerous scientific articles on overgrowth syndromes, field in which he is
internationally recognized as an expert. Dr. Lapunzina is the coordinator of the Spanish Registry of Overgrowth
Syndromes and has directed numerous research projects on this topic. Dr. Lopez-Gutierrez, a vascular
surgeon, has a large experience in vascular disorders associated with overgrowth and, along with Dr.
Lapunzina, described the CLAPO syndrome (Capillary malformation of the lower lip, lymphatic malformation of
the face and neck, asymmetry and partial/generalized overgrowth), whose clinical features may overlap with
MCAP and CLOVES. Dr. Guillen (President of the Spanish Association of Clinical Genetics and
Dysmorphology) and Dr. Jordi Rosell, are clinical geneticists with extensive experience in the pathologies
studied in this project, and are part of the clinical groups linked to CIBERER.
All team members have experience in the clinical practice, as well as in the development of projects in basic
and translational research. Overall, team researchers of this project total 305 scientific publications (131 in the
last 5 years), 38 research projects, and 8 clinical guidelines.
Research Project Technical Proposal, page 14 of 15
PRINCIPAL INVESTIGATOR: Martinez Gonzalez, Victor Manuel
RESEARCH PROJECT TECHNICAL PROPOSAL
DISSEMINATION PLAN AND AVAILABLE MEANS
DISSEMINATION PLAN:
1. Relevance of the project with regards to clinical / medical care impact and/or technological development.
2. Relevance of the Project with regards to bibliometric impact. (Maximum of 1 page, Arial 10)
1. The relevance of this project with regards to clinical / medical care impact and/or technological development is a direct consequence of its objectives.
Technological development: The development of an experimental and bioinformatic NGS protocol for the
diagnosis of patients with PIK3CA segmental overgrowth syndromes can be extrapolated and used as a
model for an NGS diagnostic panel able to detect low mosaic mutations in developmental syndromes in the
clinical practice.
Clinical care: Expanding the phenotypic spectrum of the overgrowth syndromes associated with PIK3CA by
including patients who do not completely meet the actual clinical criteria associated with MCAP or CLOVES,
will allow to reduce the number of clinically and molecularly undiagnosed patients
The development of clinical guidelines and protocols for diagnosis and monitoring of patients intended for
physicians and health care professionals, will ostensibly improve the care they can provide to patients,
improving the diagnosis and monitoring, as well as reducing the time until a patients is clinical or molecularly
diagnosed, and allowing to offer better genetic counseling. Additionally, publicly accessible guidelines/fact
sheets for patients is an essential part of the comprehensive management of patients, improving their
knowledge of the disease, allowing them to make better decisions and helping to rationalize the emotional
facets of the disease.
2. Bibliometric impact: The results of this project will be useful to the international community, so likely will be widely cited; besides published in high impact scientific journals.
AVAILABLE MEANS FOR THE DEVELOPMENT OF THE PROJECT (Maximum of 1 page, Arial 10)
The Institute of Medical and Molecular Genetics (INGEMM), at HULP, is part of the IdiPAZ Medical
Research Institute and the CIBERER (Unit 753). INGEMM is a multidisciplinary research institute with
extensive experience in diagnosis, research and teaching in human medical and molecular genetics, with a
particular interest in clinical genetics and rare diseases. INGEMM has the necessary infrastructure,
equipment and proven experience in molecular genetic techniques including next-generation sequencing.
INGEMM is organized in 10 different Sections or Units, 4 of which will contribute to this project: 1) The
Structural and Functional Genomics Unit (Dr. Víctor Martínez-Glez), the Molecular Endocrinology and
overgrowth Unit, (Dr. Pablo Lapunzina), the Bio-informatics Unit, and the Clinical Genetics Unit (Dr. Pablo
Lapunzina and Dr. Víctor Martínez-Glez). The INGEMM at La Paz is the only public hospital having the three
massive benchtop sequencing platforms on the market: Junior from Roche (http://www.gsjunior.com/) ,
MiSeq from Illumina (http://www.illumina.com/systems/miseq.ilmn) and Ion Torrent from Life Technologies
(http://www.invitrogen.com/site/us/en/home/brands/Ion-Torrent.html?cid=fl-iontorrent), all of which allow
parallel sequencing of DNA molecules, reaching 15Gb per run in the case of MiSeq Illumina, the platform
that will be used to carry out this project. In terms of computational infrastructure for genome analysis, the
Bio-informatics Unit owns its computational cluster with the following characteristics: Head node: 64Gb RAM,
Dual CPU Intel(R) Xeon(R) CPU E5-2620 v2 @ 2.10GHz. 40 Tb redundant disk array for storage. LTO6
Tape backup library with capacity for 24 labeled media. Four Compute Nodes: 64Gb RAM. Dual CPU
Intel(R) Xeon(R) CPU E5-2620 v2 @ 2.10GHz. All compute nodes and head node are connected through a
10Gb Ethernet network. The INGEMM also have the necessary equipment and facilities for cell cultures and
molecular genetics, and the Pyromark Q96 MD – QIAGEN for validation by pyrosequencing, all of which are
necessary for the proper development of the project.
Research Project Technical Proposal, page 15 of 15
PRINCIPAL INVESTIGATOR: Martinez Gonzalez, Victor Manuel
RESEARCH PROJECT TECHNICAL PROPOSAL
BUDGET
1. Include itemized information regarding the amount requested for each eligible cost: human resources, equipment, consumables, travel and subsistence, subcontracting, overheads.
2. Detailed justification of eligible costs requested.
(Maximum of 2 pages, Arial 10)
Item Justification Budget
WP1
Patients, samples, experiments and data analysis
Patients and databases -- - €
Sample Collection EDTA tubes for blood collection, Oragene kits for saliva collection, samples transport for patients out of Madrid.
2.100,00 €
Sample processing and DNA extraction Extraction kits, cultures, reagents needed for DNA extraction from different tissues.
2.800,00 €
NGS Capture and sequencing kits and reagents needed for NGS experiments.
31.000,00 €
Bioinformatics -- - €
Validation Pyrosequencing reagents (Oligonucleotides and reagents) needed for validation of results.
2.250,00 €
SUBTOTAL 38.150,00 €
WP2
Expansion of the phenotype
Defining the phenotypic spectrum -- - €
Genotype-phenotype correlations -- - €
SUBTOTAL - €
WP3
Guidelines and patients association
Clinical guidelines and protocols -- - €
Guidelines/fact sheets for patients -- - €
Association of patients -- - €
SUBTOTAL - €
WP4
Training, dissemination, meetings
Team members meetings Biannual meeting in Madrid of all team members. Travel expenses from Murcia (Guillen E) and Majorca (Rosell J).
1.500,00 €
Publication and dissemination of guidelines
External graphic editing and printing of some copies of the guidelines.
2.000,00 €
Communication of results Indexed journals (open access), attendance at conferences.
2.000,00 €
Educational and training Personnel: Pre-doctoral student (2 years) needed to perform experiments.
44.165,02 €
SUBTOTAL 49.665,02 €
TOTAL 87.815,02 €
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